Prospectus

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Computer Science: Computer Science and Business Studies

The Business Studies specialisation consists of a full-time, two-year master’s programme (120 EC).

Curriculum

  1. a minimum of 40 EC and a maximum of 60 EC of Business Studies specialisation components. See The Business Studies specialisation prospectus

  2. a Computer Science component of 60-80EC:

a.) five compulsory Core courses Computer Science & Business Studies (22 EC in total)

b.) elective courses and seminars (16-36 EC in total), to be chosen from Elective courses and seminars Computer Science and/or Elective courses Computer Science & Business Studies;

c.) a Master’s Thesis Research Project in computer science (including Master Class, Written Master's Thesis and Master's Thesis Presentation) (second year; 22 EC; to be combined with a 20EC Business Research Internship in the Business Studies component, as described in the prospectus).

See also

For more information on the specific requirements of this specialisation, see the appendix of the Course and Examination Regulations.

More information

For specific questions about programme content, curriculum choices and/or study planning, please contact the Computer Science study advisor.

Core courses Computer Science and Business Studies

The Computer Science component consists of:
1) five compulsory Core courses Computer Science & Business Studies (22 EC in total);
2) elective courses and seminars (16-36 EC in total), to be chosen from Elective courses and seminars Computer Science and/or Elective courses Computer Science & Business Studies; and
3) a Master’s Thesis Research Project in computer science (second year; 22 EC; to be combined with a 20EC Business Research Internship in the Business Studies component, as described in the prospectus).

The five compulsory Core courses are listed below.

Course EC Semester 1 Semester 2

Fall semester

Global Business Game - CIO Simulation 0
Capstone Cases 4
Software Development and Product Management 6

Spring semester

Enterprise Architecture 6
Model-Driven Systems Engineering 6

Elective courses Computer Science and Business Studies

Students can choose elective courses and seminars (16-36 EC in total) from Elective courses and seminars Computer Science and/or Elective courses Computer Science & Business Studies. The elective courses Computer Science & Business Studies are listed below.

Course EC Semester 1 Semester 2

Fall semester

Cyber Security Management 3
ICT Enabled Process Innovation 3
Machine Learning for Business Analytics 3
Data Science in Practice 6

Spring semester

Regulatory Governance and Data Science 6
Managing Software Evolution 3
Role of IT in Public Administration 6

Elective courses and seminars Computer Science

Students can choose elective courses and seminars (16-36 EC in total) from Elective courses and seminars Computer Science and/or Elective courses Computer Science & Business Studies. The elective courses and seminars Computer Science are listed below:

Course EC Semester 1 Semester 2

Fall semester

Advanced Data Management for Data Analysis 6
Advances in Data Mining 6
AI and Art 6
Audio Processing and Indexing 6
Automated Machine Learning 6
Bayesian Optimization 6
Brain-inspired Computing for AI 6
Complex Networks (BM) 6
Computational Creativity 6
Computational Models and Semantics 6
Data-driven Policy Making 6
Evolutionary Algorithms 6
Introduction to Deep Learning 6
Multimedia Systems 6
Quantum Algorithms 6
Seminar Advanced Deep Reinforcement Learning 6
Seminar Trustworthy Artificial Intelligence 6
Social Network Analysis for Computer Scientists 6
Software Development and Product Management 6
System and Software Security 6
Text Mining 6
Urban Computing 6
Video Games for Research 6

Spring semester

Applied Quantum Algorithms 6
Bio-Modeling 6
Causal Inference for Computer Scientists 6
Computational Imaging and Tomography 6
Cryptographic Engineering 6
Data-driven optimisation for Real-World Applications 6
Distributed Systems 6
Educational Technologies 6
Embedded Systems and Software 6
Foundations of Software Testing 6
High Performance Computing 6
Image Analysis with Applications in Microscopy 6
Information Retrieval 6
Information Theoretic Data Mining 6
Modern Game AI Algorithms 6
Multicriteria Optimization and Decision Analysis 6
Multimodal Models for Ecology and Biodiversity 6
Natural Language Processing 6
Proof Formalisation 6
Recommender Systems 6
Reinforcement Learning 6
Robotics 6
Seminar Advances in Deep Learning 6
Software Verification 6
Sports Data Science 6

Master Thesis Research Project

Course EC Semester 1 Semester 2
Master's Thesis Research Project (CS & BS) 22
Master Class Computer Science and Business Studies 0

Business component

Students take 40-60 EC in the business component: The Business Studies specialisation prospectus

Career preparation

Career preparation at Leiden University

In addition to offering you a solid university education, Leiden University aims to prepare you as well as possible for the labour market, and in doing so contribute to the development of your employability. In this way, it will become easier for you to make the transition to the labour market, to remain employable in a dynamic labour market, in a (career) job that suits your own personal values, preferences and development.

'Employability' consists of the following aspects that you will develop within your study programme, among others:
1. Discipline-specific knowledge and skills
Knowledge and skills specific to your study programme.

2. Transferable skills
These are skills that are relevant to every student and that you can use in all kinds of jobs irrespective of your study programme, for example: researching, analysing, project-based working, generating solutions, digital skills, collaborating, oral communication, written communication, presenting, societal awareness, independent learning, resilience.

3. Self-reflection
This concerns self-reflection in the context of your (study) career, including reflecting on the choices you make as a student during your studies, what can you do with your knowledge and skills on the labour market?

In addition, reflecting on your own profile and your personal and professional development. Who are you, what can you do well, what do you find interesting, what suits you, what do you find important, what do you want to do?

4. Practical experience
Gaining practical experience through internships, work placements, projects, practical (social) assignments, which are integrated into an elective, minor or graduation assignment.

5. Labour market orientation
Gaining insight into the labour market, fields of work, jobs and career paths through, for example, guest speakers and alumni experiences from the work field, career events within the study programme, the use of the alumni mentor network, interviewing people from the work field, and shadowing/visiting companies in the context of a particular subject.

Employability in the curriculum of ICT in Business and the Public Sector

General
During the master Computer ICT in Business and the Public Sector (ICTiBPS), we want to provide you with the best possible preparation to enter the job market after graduation.

The master ICTiBPS programme combines industry-based practice with research, which allows training of a broad set of discipline-specific knowledge and skills, but also teaches students to work in a professional environment and fosters the development of an extensive set of transferable skills. This makes its graduates also well-prepared for a career both in industry and in research.

In addition, in the Master Class, which runs over the entire second year of the programme, students are explicitly trained in several aspects of academic skills and are stimulated to make self-directed, conscious choices for their own professional development and preparation for a successful start of their career on the job market.

Activities contributing to employability

First and/or second year

  • All courses (discipline-specific knowledge and skills)

  • Science Skills Platform with a Personal and Professional development domain (transferable skills, self-reflection)

  • Mentorship and tutoring (transferable skills, self-reflection)

  • Lunch & Learn lectures by companies (labour market orientation)

  • Visits to companies and organisations as part of courses (e.g., Capstone Cases; practical experience, labour market orientation)

  • ‘Inhousedays’ at companies via study association De Leidsche Flesch (labour market orientation)

  • Symposia and seminars by study association De Leidsche Flesch (labour market orientation)

  • Workshops and Career Colleges Science Career Service (transferable skills, self-reflection, labour market orientation)

Second year

  • Master’s Thesis Research Project (discipline-specific knowledge and skills, transferable skills, self-reflection, practical experience)

    • Optional: internship (practical experience, labour market orientation)
  • Master Class (transferable skills, self-reflection)

    • Including: career orientation (e.g., guest lectures) (labour market orientation)

Activities to prepare for the labour market co-curricular or outside the curriculum of ICT in Business and the Public Sector

Every year, various activities take place, within, alongside and outside of the ICTiBPS study programme, which contribute to your preparation for the labour market, especially where it concerns orientation towards the work field/the labour market, (career) skills and self-reflection. These may be information meetings on decision moments within your programme, but also career workshops and events organised by the ICTiBPS programme, the faculty Career Service, study association De Leidsche Flesch, or others, including:

  • Alice & Eve

  • Leiden University Study abroad festival

  • Annual Leiden University Diversity Symposium

Career Service, LU Career Zone and career workshops calendar

Faculty Career Service
The Career Service of your faculty offers information and advice on study (re)orientation and master's choice, (study) career planning, orientation on the labour market and job applications.

Leiden University Career Zone Leiden University Career Zone is the website for students and alumni of Leiden University to support their (study) career. You can find advice, information, (career) tests and tools in the area of (study) career planning, career possibilities with your study, job market orientation, job applications, the Alumni Mentor network, job portal, workshops and events and career services.

Workshops and events
On the course calendar you will find an overview of career and application workshops, organised by the Career services.

Course levels

  • Level 100
    Introductory course, builds upon the level of the final pre-university education examination.
    Characteristics: teaching based on material in textbook or syllabus, pedagogically structured, with
    practice material and mock examinations; supervised workgroups; emphasis on study material and
    examples in lectures.

  • Level 200
    Course of an introductory nature, no specific prior knowledge but experience of independent
    study expected.
    Characteristics: textbooks or other study material of a more or less introductory nature; lectures, e.g. in
    the form of capita selecta; independent study of the material is expected.

  • Level 300
    Advanced course (entry requirement level 100 or 200).
    Characteristics: textbooks that have not necessarily been written for educational purposes; independent
    study of the examination material; in examinations independent application of the study material to
    new problems.

  • Level 400
    Specialised course (entry requirement level 200 or 300).
    Characteristics: alongside a textbook, use of specialist literature (scientific articles); assessment in the
    form of limited research, a lecture or a written paper. Courses at this level can, to a certain extent, also
    be on the master’s curriculum.

  • Level 500 Course with an academic focus (entry requirement: the student has been admitted to a
    master’s programme; preparatory course at level 300 or 400 has been followed).
    Characteristics: study of advanced specialised scientific literature intended for researchers; focus of the
    examination is solving a problem in a lecture and/or paper or own research, following independent
    critical assessment of the material.

  • Level 600
    Very specialised course (entry requirement level 400 or 500)
    Characteristics: current scientific articles; latest scientific developments; independent contribution (dissertation research) dealing with an as yet unsolved problem, with verbal presentation.

The classification is based on the Framework Document Leiden Register of Study Programmes.